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Exercises: NDVI Analysis with Sentinel-2 Imagery


Figure 1

Global NDVI composite showing vegetation density across the Earth’s surface.
Global NDVI composite showing vegetation density across the Earth’s surface.

Figure 2

The NDVI_Analysis folder with the extracted Sentinel-2 data.
The NDVI_Analysis folder with the extracted Sentinel-2 data.

Figure 3

Bands 4 and 8 loaded into QGIS.
Bands 4 and 8 loaded into QGIS.

Figure 4

The Raster Calculator with the NDVI expression entered.
The Raster Calculator with the NDVI expression entered.

Figure 5

The symbology popup with three NDVI classes configured.
The symbology popup with three NDVI classes configured.

Figure 6

NDVI reference scale showing the relationship between NDVI values and vegetation health.
NDVI reference scale showing the relationship between NDVI values and vegetation health.

Figure 7

The NDVI result with red-yellow-green symbology applied.
The NDVI result with red-yellow-green symbology applied.

Figure 8

The NDVI layer overlaid on satellite basemap imagery for comparison.
The NDVI layer overlaid on satellite basemap imagery for comparison.

Exercises: Flood Analysis with False Color Composites and NDWI


Figure 1

Diagram showing how true color and false color composites map spectral bands to RGB screen channels differently.
Diagram showing how true color and false color composites map spectral bands to RGB screen channels differently.

Figure 2

Chart showing reflectance values across wavelengths for different surface types, illustrating why band substitution reveals hidden features.
Chart showing reflectance values across wavelengths for different surface types, illustrating why band substitution reveals hidden features.

Figure 3

A false color composite example from Sentinel-2 imagery.
A false color composite example from Sentinel-2 imagery.

Figure 4

Bands 3, 4, and 8 loaded into QGIS.
Bands 3, 4, and 8 loaded into QGIS.

Figure 5

The Build Virtual Raster dialog with bands arranged in NIR-Red-Green order.
The Build Virtual Raster dialog with bands arranged in NIR-Red-Green order.

Figure 6

False color composite of the Sindh province during the 2022 floods.
False color composite of the Sindh province during the 2022 floods.

Figure 7

The Raster Calculator with the NDWI expression entered.
The Raster Calculator with the NDWI expression entered.

Figure 8

NDWI results with two-class blue symbology applied.
NDWI results with two-class blue symbology applied.

Figure 9

NDWI water detection overlaid on the false color composite, showing detected flood extent in blue over the FCC.
NDWI water detection overlaid on the false color composite, showing detected flood extent in blue over the FCC.